Table of Contents: Pattern Classification of Medical Images: Computer Aided Diagnosis

Pattern Classification of Medical Images: Computer Aided Diagnosis [E-Book] / by Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang.

This book presents advances in biomedical imaging analysis and processing techniques using time dependent medical image datasets for computer aided diagnosis. The analysis of time-series images is one of the most widely appearing problems in science, engineering, and business. In recent years this p...

Personal Name(s):	Yin, Xiao-Xia, (author)
	Hadjiloucas, Sillas, (author) / Zhang, Yanchun, (author)
Imprint:	Cham : Springer International Publishing, 2017
Physical Description:	XIV, 218 p. 87 illus., 67 illus. in color. online resource.
Note:	englisch
ISBN:	9783319570273
DOI:	10.1007/978-3-319-57027-3
Series Title:	Health Information Science
Subject (ZB):	medical imaging
Subject (LOC):	Biomedical engineering. Computer science. Health informatics. Image processing.
Classification:	HCR - Imaging techniques in medicine
	Full Text

Table of Contents:

1 Introduction and Motivation for Conducting Medical Image Analysis
2 Overview of clinical applications using THz pulse imaging, MRI, OCT and fundus imaging
3 Recent Advances in Medical Data Preprocessing and Feature Extraction Techniques
4 Pattern Classification
5 Introduction to MRI Time Series Image Analysis Techniques
6 Outlook for Clifford Algebra Based Feature and Deep Learning AI Architectures
7 Concluding remarks.